People
Ning Chen
Email
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Adaptive Computation
Journal Articles
2019
(1 publication) 2018
(1 publication) 2017
(2 publications) - Ribeiro, B. and Chen, N. and Kovacec, A. , "Shaping Graph Pattern Mining for Financial Risk ", NeuroComputing, Elsevier , 2017 [ DOI ]
- Ribeiro, B. and Chen, N. , "Financial Credit Risk Assessment via Learning-based Hashing", Intelligent Decision Technologies, IOS Press , vol. 11, pp. 1-10, 2017 [ DOI ]
2016
(3 publications) - Chen, N. and Ribeiro, B. and Chen, A. , "Financial Credit Risk Assessment: A Recent Review", Artificial Intelligence Review, Springer, vol. 45, pp. 1-23, 2016 [ DOI ]
- Ribeiro, B. and Chen, N. and Chen, A. , "Towards Tangible Benefits of Corporate Failure Prediction with Business Sector: A Comparative Study", International Journal of Intelligent Technologies, IOS Press, 2016 [ DOI ]
- Ali AghaeiRad and Chen, N. and Ribeiro, B. , "Improve Credit Scoring using Transfer of Learned Knowledge from Self-Organizing Map", Neural Computing and Applications, Springer, vol. 28, pp. 1329-1342, 2016 [ DOI ]
2015
(3 publications) - Ribeiro, B. and Chen, N. , "Dimensionality Reduction using Graph Weighted Subspace Learning for Bankruptcy Prediction", Real World Data Mining Applications, Annals of Information Systems (AIS) , Springer, vol. 1, pp. 155-178, 2015 [ DOI ]
- Chen, N. and Ribeiro, B. and Chen, A. , "Comparative Study of Classifier Ensembles for Cost-sensitive Credit Risk Assessment", Intelligent Data Analysis, IOS Press, vol. 19, pp. 127-144, 2015 [ DOI ]
- Ribeiro, B. and Chen, N. , "Aggregated local models via subspace clustering ", Intelligent Decision Technologies Journal, IOS Press, vol. 9, 2015 [ DOI ]
2013
(2 publications) - Chen, N. and Ribeiro, B. , "Influence of class distribution on cost-sensitive learning: a case study of French bankruptcy analysis", Intelligent Data Analysis, IOS Press, vol. 17, pp. 423-437, 2013 [ DOI ]
- Chen, N. and Ribeiro, B. and Vieira, A. , "Clustering and Visualization of Bankruptcy Trajectory using Self-Organizing Map", Expert Systems and Applications, Elsevier, vol. 40, pp. 385-393, 2013 [ DOI ]
2012
(1 publication) - Ribeiro, B. and Silva, C. and Chen, N. and Vieira, A. and Neves, J.C. , "Enhanced Default Risk Models with SVM+", Expert Systems With Applications, Elsevier, vol. 39, pp. 10140-10152, 2012 [ DOI ]
2011
(5 publications) - Chen, N. and Ribeiro, B. and Vieira, A. and Duarte, J. and Neves, J.C. , "Extension of Learning Vector Quantization to Cost-Sensitive Learning", International Journal of Computer Theory and Engineering, Vol.3, No.3, June, 2011, 2011
- Chen, N. and Ribeiro, B. and Vieira, A. and Duarte, J. and Neves, J.C. , "Incorporate Cost Matrix into Learning Vector Quantization Modeling: a Comparative Study of Genetic Algorithm, Simulated Annealing and Particle Swarm Optimization", International Journal of Computer Theory and Engineering, vol. 3, no. 1, pp. 122-129, 2011, 2011
- Chen, N. and Vieira, A. and Ribeiro, B. and Duarte, J. and Neves, J.C. , "A Stable Credit Rating Model based on Learning Vector Quantization", Intelligent Data Analysis, vol. 15, 2011 [ DOI ]
- Chen, N. and Ribeiro, B. and Vieira, A. and Duarte, J. and Neves, J.C. , "A genetic algorithm-based approach to cost-sensitive bankruptcy prediction", Expert Systems with Applications - Elsevier, vol. 38, pp. 12939-12945, 2011 [ DOI ]
- Chen, N. and Ribeiro, B. and Chen, A. , "Using Non-negative Matrix Factorization for Bankruptcy Analysis", Journal of Computer Science, vol. 10, pp. 57-64, 2011
Conference Articles
2017
(1 publication) - Jorge Luis Rivero Pérez and Ribeiro, B. and Chen, N. and Leite, F.S. , "A Grassmannian Approach to Zero-Shot Learning for Network Intrusion Detection, ", in International Conference on Neural Information Processing, November 14-18, Guangzhou, China, LNCS, Springer, 2017
2015
(1 publication) - Ribeiro, B. and Chen, N. and Kovacec, A. , "A Structural Pattern Mining Approach for Credit Risk Assessment, Lecture Notes in Artificial Intelligence, LNAI 9121, Springer", in Hybrid Artificial Intelligent Systems,Vol 9121 of the series Lecture Notes in Computer Science pp 73-84, 2015 [ DOI ]
2014
(1 publication) 2013
(1 publication) 2012
(2 publications) - Ribeiro, B. and Chen, N. , "Biclustering and Subspace Learning with Regularization for Financial Risk Analysis", in International Conference on Neural Information Processing, Part II, LNCS 7664, pp. 616--623. Springer, Heidelberg , 2012
- Vieira, A. and Ribeiro, B. and Chen, N. , " Credit Scoring for SME Using a Manifold Supervised Learning Algorithm", in Intelligent Data Engineering and Automated Learning - IDEAL 2012 Lecture Notes in Computer Science, 2012, Volume 7435/2012, 763-770, DOI: 10.1007/978-3-642-32639-4_90, 2012
2011
(2 publications) - Ribeiro, B. and Chen, N. , "Graph Weighted Subspace Learning Models in Bankruptcy", in IEEE International Joint Conference on Neural Networks (IJCNN), July 2011, 2011
- Chen, N. and Ribeiro, B. and Vieira, A. , "Bankruptcy Trajectory Analysis on French Companies using Self-Organizing Map", in EPIA2011 - 15th Portuguese Conference on Artificial Intelligence, 2011
2010
(2 publications) - Chen, N. and Ribeiro, B. and Vieira, A. and Duarte, J. and Neves, J.C. , "Hybrid Genetic Algorithm and Learning Vector Quantization modeling for Cost-Sensitive Bankruptcy Prediction", in IEEE International Conference on Machine Learning and Computing (ICMLC 2010), 2010
- Chen, N. and Ribeiro, B. and Vieira, A. and Duarte, J. and Neves, J.C. , "Weighted learning vector quantization to cost-sensitive learning", in I International Conference on Artificial Neural Networks (ICANN 2010), LNCS, Springer, 2010
2009
(1 publication) - Chen, N. and Vieira, A. and Ribeiro, B. and Duarte, J. and Neves, J.C. , "Cost-Sensitive Learning Vector Quantization for Financial Distress Prediction", in EPIA 2009, Springer-Verlag, Lecture Notes in Artificial Intelligence (LNAI) vol. 5816, pp. 374 â?? 385, 2009
Book Chapters